feat/cross encoder reranker

README.md

@@ -1,3 +1,13 @@
+---
+title: CogniChat - Chat with Your Documents
+emoji: 🤖
+colorFrom: blue
+colorTo: purple
+sdk: docker
+pinned: false
+license: mit
+app_port: 7860
+---
 # 🤖 CogniChat - Intelligent Document Chat System
 
 <div align="center">
@@ -9,6 +19,10 @@
 
 **Transform your documents into interactive conversations powered by advanced RAG technology**
 
+<p align="center">
+  <img src="Document_reader.gif" width="100%" alt="CogniChat Demo">
+</p>
+
 [Features](#-features) • [Quick Start](#-quick-start) • [Architecture](#-architecture) • [Deployment](#-deployment) • [API](#-api-reference)
 
 </div>
@@ -547,4 +561,6 @@ This project is licensed under the MIT License - see the [LICENSE](LICENSE) file
 
 **Made with ❤️ by the CogniChat Team**
 
+[⭐ Star us on GitHub](https://github.com/yourusername/cognichat) • [🐛 Report Bug](https://github.com/yourusername/cognichat/issues) • [✨ Request Feature](https://github.com/yourusername/cognichat/issues)
+
 </div>